up and downstream

B_rework.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -31,7 +31,7 @@
        "10522"
       ]
      },
-     "execution_count": 59,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -78,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
@@ -100,7 +100,7 @@
        "<Record {energy: 4.62e+04, ...} type='{energy: float64, photon_length: int6...'>"
       ]
      },
-     "execution_count": 61,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -163,7 +163,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -234,7 +234,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {
@@ -243,7 +243,7 @@
        "9056"
       ]
      },
-     "execution_count": 63,
+     "execution_count": 34,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -254,7 +254,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
@@ -263,7 +263,7 @@
        "'\\nph_e = found[\"brem_photons_pe\"]\\nevent_cut = ak.all(ph_e<cutoff_energy,axis=1)\\nph_e = ph_e[event_cut]\\n'"
       ]
      },
-     "execution_count": 64,
+     "execution_count": 35,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -280,7 +280,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
@@ -423,7 +423,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -467,7 +467,7 @@
        "<Array [{energy: 2.58e+04, ...}, ..., {...}] type='1418 * {energy: float64,...'>"
       ]
      },
-     "execution_count": 66,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -495,7 +495,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
@@ -516,7 +516,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
@@ -551,7 +551,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -594,7 +594,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -643,7 +643,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -672,7 +672,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -715,7 +715,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
@@ -739,7 +739,7 @@
        "<Array [101, 101, 101, 101, 101, ..., 101, 101, 101, 0] type='11 * float32'>"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 44,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -751,7 +751,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -810,7 +810,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
@@ -834,7 +834,7 @@
        "<Array [101, 101, 101, 101, 101, ..., 101, 101, 101, 0] type='11 * float64'>"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -855,7 +855,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 47,
    "metadata": {},
    "outputs": [
     {
@@ -935,7 +935,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
@@ -986,7 +986,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [
     {